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学術論文

Planting area and production decreased for winter-triticeae crops but increased for rapeseed in Ukraine with climatic impacts dominating

Authors

Han,  Jichong
External Organizations;

Luo,  Yuchuan
External Organizations;

Zhang,  Zhao
External Organizations;

Xu,  Jialu
External Organizations;

Chen,  Yi
External Organizations;

Asseng,  Senthold
External Organizations;

/persons/resource/jonasjae

Jägermeyr,  Jonas
Potsdam Institute for Climate Impact Research;

/persons/resource/Christoph.Mueller

Müller,  Christoph
Potsdam Institute for Climate Impact Research;

Olesen,  Jørgen E.
External Organizations;

Rötter,  Reimund
External Organizations;

Tao,  Fulu
External Organizations;

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フルテキスト (公開)

1-s2.0-S2666683924000798-main.pdf
(プレプリント), 2MB

付随資料 (公開)
There is no public supplementary material available
引用

Han, J., Luo, Y., Zhang, Z., Xu, J., Chen, Y., Asseng, S., Jägermeyr, J., Müller, C., Olesen, J. E., Rötter, R., & Tao, F. (2024). Planting area and production decreased for winter-triticeae crops but increased for rapeseed in Ukraine with climatic impacts dominating. Geography and Sustainability. doi:10.1016/j.geosus.2024.08.006.


引用: https://publications.pik-potsdam.de/pubman/item/item_31759
要旨
On-time mapping dynamics of crop area, yield, and production is important for global food security. Such information, however, is often not available. Here, we used satellite information, a spectral-phenology integration approach for mapping crop area, and a machine learning model for predicting yield in the war-stricken Ukraine. We found that in Ukraine crop area and production declined in 2022 relative to 2017–2021 and 2021 for winter-triticeae crops, which was invaded before the cropping season in February of that year. At the same time, crop area and production for rapeseed increased in Ukraine, with yields consistently lower by 6.5% relative to 2021. The low precipitation and the Russian-Ukrainian conflict-related factors contributed to such yield variations by -1.3% and -0.9% for winter-triticeae crops and -4.2% and -0.5% for rapeseed in 2022. We demonstrate a robust framework for monitoring country-wide crop production dynamics in near real-time, serving as an early-food-security-warning system.